112
click to vote
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
This paper presents a shape representation and a variational framework for the construction of diffeomorphisms that establish "meaningful" correspondences between images...
75
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Relevant Component Analysis (RCA) has been proposed for learning distance metrics with contextual constraints for image retrieval. However, RCA has two important disadvantages. On...
84
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
This paper considers the use of stereo vision in structured environments. Sharp discontinuities and large untextured areas must be anticipated, but complex or natural shapes of ob...
89
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
In this paper, we present a prototype video surveillance system that uses stationary-dynamic (or master-slave) camera assemblies to achieve wide-area surveillance and selective fo...
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Recently four non-iterative algorithms for simultaneous low rank approximations of matrices (SLRAM) have been presented by several researchers. In this paper, we show that those a...
118
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We present a Bayesian framework for content-based image retrieval which models the distribution of color and texture features within sets of related images. Given a userspecified ...
122
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Boosting has become very popular in computer vision, showing impressive performance in detection and recognition tasks. Mainly off-line training methods have been used, which impl...
145
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We present a method to automatically learn object categories from unlabeled images. Each image is represented by an unordered set of local features, and all sets are embedded into...
113
click to vote
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
An efficient Nonparametric Belief Propagation (NBP) algorithm is developed in this paper. While the recently proposed nonparametric belief propagation algorithm has wide applicati...